igorbrigadir/word2vec-java


word2vec-java

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Step 1. Add the JitPack repository to your build file

Add it in your root settings.gradle at the end of repositories:

	dependencyResolutionManagement {
		repositoriesMode.set(RepositoriesMode.FAIL_ON_PROJECT_REPOS)
		repositories {
			mavenCentral()
			maven { url 'https://jitpack.io' }
		}
	}

Add it in your settings.gradle.kts at the end of repositories:

	dependencyResolutionManagement {
		repositoriesMode.set(RepositoriesMode.FAIL_ON_PROJECT_REPOS)
		repositories {
			mavenCentral()
			maven { url = uri("https://jitpack.io") }
		}
	}

Add to pom.xml

	<repositories>
		<repository>
		    <id>jitpack.io</id>
		    <url>https://jitpack.io</url>
		</repository>
	</repositories>

Add it in your build.sbt at the end of resolvers:

 
    resolvers += "jitpack" at "https://jitpack.io"
        
    

Add it in your project.clj at the end of repositories:

 
    :repositories [["jitpack" "https://jitpack.io"]]
        
    

Step 2. Add the dependency

	dependencies {
		implementation 'com.github.igorbrigadir:word2vec-java:0.0.1-SNAPSHOT'
	}
	dependencies {
		implementation("com.github.igorbrigadir:word2vec-java:0.0.1-SNAPSHOT")
	}
	<dependency>
	    <groupId>com.github.igorbrigadir</groupId>
	    <artifactId>word2vec-java</artifactId>
	    <version>0.0.1-SNAPSHOT</version>
	</dependency>

                            
    libraryDependencies += "com.github.igorbrigadir" % "word2vec-java" % "0.0.1-SNAPSHOT"
        
        

                            
    :dependencies [[com.github.igorbrigadir/word2vec-java "0.0.1-SNAPSHOT"]]
        
        

Readme


word2vec-java

Utilities for working with wordspaces.

Load Pre Trained Vectors from:

  • [x] word2vec
  • [x] GloVe
  • [ ] SSpace

Tools:

  • [x] k-Nearest Neighbours
  • [x] Sentence vectors (additive)
  • [ ] Wordspace comparison measures
  • [ ] k-means Clustering
  • [ ] t-SNE Viz
  • [ ] Evaluations
  • [ ] Text pre-processing
  • [ ] Analogy (+/-, 3CosMul)
  • [ ] Translation